UC-054
AI Tutor over Curriculum Content
Answers learner questions on an English-teaching platform in Spanish, Portuguese or English, citing the exact curriculum entry.
8-9Build Duration
9-35xIndicative ROI
The Challenge
Hundreds of thousands of students use the learning platform with no intelligent tutoring interface. The product roadmap is being written now, so the design-in window is narrow.
How It Works
- Builds retrieval-augmented Q&A over the existing curriculum content.
- Answers in Spanish, Portuguese or English with citations to specific content entries.
- Reuses a proven multilingual, source-cited portal architecture from an analogous deployment.
What It Removes
- Learner questions that wait for a teacher
- Answers a student cannot trace to the curriculum
- Language barriers between learner and content
Input Data RequirementsCurriculum content entries, learning-platform content corpus, multilingual Spanish, Portuguese and English material
Output FormatCited multilingual Q&A tutor inside the platform, 60-day single-country pilot, escalation and NPS measures
“Students get an answer in their own language and can see exactly where in the course it came from.”